| Presentation | 2015-09-11 Inferring Movie Genres by Analyzing Their Review Text Akihiro Yoshinaga, Naoki Mizutani, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We investigate the methods of category classifications of movies, using users' review texts written in the Japanese information website on movies. We evaluated our method by comparing its results to the genre classification which the movie information website indicates. In addition, we applied it to a US information website, and compared their results. We got the mean average precision of approximately 0.7 - 0.8 in both Japanese and US information website on movies. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Genre Classification / Review Site / Movie Review |
| Paper # | LOIS2015-29,IE2015-61,EMM2015-44 |
| Date of Issue | 2015-09-03 (LOIS, IE, EMM) |
| Conference Information | |
| Committee | LOIS / IE / EMM / IEE-CMN / ITE-ME |
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| Conference Date | 2015/9/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagoya University, Higashiyama Campus |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Manabu Okamoto(NTT) / Seishi Takamura(NTT) / Akinori Ito(Tohoku Univ.) / Yoshimi Fukumura(Nagaoka Univ. of Tech.) / Kazuhito Murakami(愛知県立大) |
| Vice Chair | Hiroyuki Nishi(Sojo Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Masashi Unoki(JAIST) / Masaki Kawamura(Yamaguchi Univ.) / / Miki Haseyama(北海道大学) |
| Secretary | Hiroyuki Nishi(Tsuda College) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(NTT) / Masashi Unoki(KDDI R&D Labs.) / Masaki Kawamura(Univ. of Electro-Comm.) / (Nagasaki Univ.) / Miki Haseyama(CRIEPI) |
| Assistant | Yu Ichifuji(NII) / Takamichi Miyata(Chiba Inst. of Tech.) / Keita Takahashi(Nagoya Univ.) / Motoi Iwata(Osaka Pref. Univ.) / Kazuhiro Kohno(Kansai Univ.) / Keisuke Utsu(Tokai Univ.) / Takeshi Yagi(NTT) / Kei Kawamura(KDDI研) / Jun Shimamura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems / Technical Committee on Image Engineering / Technical Committee on Enriched MultiMedia / Technical Meeting on Communications / Technical Group on Media Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Inferring Movie Genres by Analyzing Their Review Text |
| Sub Title (in English) | Comparison of Inferring Results between Using a Japanese Site and Using an US One |
| Keyword(1) | Genre Classification |
| Keyword(2) | Review Site |
| Keyword(3) | Movie Review |
| 1st Author's Name | Akihiro Yoshinaga |
| 1st Author's Affiliation | Okayama University of Science(Okayama Univ. of Sci.) |
| 2nd Author's Name | Naoki Mizutani |
| 2nd Author's Affiliation | Okayama University of Science(Okayama Univ. of Sci.) |
| Date | 2015-09-11 |
| Paper # | LOIS2015-29,IE2015-61,EMM2015-44 |
| Volume (vol) | vol.115 |
| Number (no) | LOIS-219,IE-220,EMM-221 |
| Page | pp.pp.79-84(LOIS), pp.79-84(IE), pp.79-84(EMM), |
| #Pages | 6 |
| Date of Issue | 2015-09-03 (LOIS, IE, EMM) |